Models

Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks CVPR 2018 Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata NAACL 2018 Learning to Round for Discrete Labeling Problems AISTATS 2018 Learning to Write with Cooperative Discriminators ACL 2018 Leveraging Second-Order Log-Linear Model for Improved Deep Learning Based ASR Performance Interspeech 2018 Leveraging the Exact Likelihood of Deep Latent Variable Models NeurIPS 2018 Lightweight Probabilistic Deep Networks CVPR 2018 Ling@CASS Solution to the NLP-TEA CGED Shared Task 2018 ACL 2018 Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks CVPR 2018 Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval With Generative Models CVPR 2018 Low-Shot Learning From Imaginary Data CVPR 2018 LRMM: Learning to Recommend with Missing Modalities EMNLP 2018 LSTBM: A Novel Sequence Representation of Speech Spectra Using Restricted Boltzmann Machine with Long Short-Term Memory Interspeech 2018 Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step ICLR 2018 MapNet: An Allocentric Spatial Memory for Mapping Environments CVPR 2018 Markov Modulated Gaussian Cox Processes for Semi-Stationary Intensity Modeling of Events Data ICML 2018 Matching Adversarial Networks CVPR 2018 MEGAN: Mixture of Experts of Generative Adversarial Networks for Multimodal Image Generation IJCAI 2018 MEMD: A Diversity-Promoting Learning Framework for Short-Text Conversation COLING 2018 Memorization Precedes Generation: Learning Unsupervised GANs with Memory Networks ICLR 2018 Memory Architectures in Recurrent Neural Network Language Models ICLR 2018 Memory Replay GANs: Learning to Generate New Categories without Forgetting NeurIPS 2018 Mesoscopic Facial Geometry Inference Using Deep Neural Networks CVPR 2018 Metrics for Deep Generative Models AISTATS 2018 MGAN: Training Generative Adversarial Nets with Multiple Generators ICLR 2018